3 papers
cs.RO2024
Information-Driven Search and Track of Novel Space Objects
Trevor N. Wolf, Brandon A. Jones
Space surveillance depends on efficiently directing sensor resources to maintain custody of known catalog objects. However, it remains unclear how to best utilize these resources t…
cs.RO2024
Information-Based Trajectory Planning for Autonomous Absolute Tracking in Cislunar Space
Trevor N. Wolf, Brandon A. Jones
The resurgence of lunar operations requires advancements in cislunar navigation and Space Situational Awareness (SSA). Challenges associated to these tasks have created an interest…
astro-ph.IM2023
Direct Exoplanet Detection Using Deep Convolutional Image Reconstruction (ConStruct): A New Algorithm for Post-Processing High-Contrast Images
Trevor N. Wolf, Brandon A. Jones, Brendan P. Bowler
We present a novel machine-learning approach for detecting faint point sources in high-contrast adaptive optics imaging datasets. The most widely used algorithms for primary subtra…